Dataset statistics
| Number of variables | 20 |
|---|---|
| Number of observations | 73,799 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 11.8 MiB |
| Average record size in memory | 168.0 B |
Variable types
| Numeric | 8 |
|---|---|
| Categorical | 11 |
| DateTime | 1 |
sample has constant value "1" | Constant |
sna is highly correlated with first_time | High correlation |
first_time is highly correlated with sna | High correlation |
car is highly correlated with car_type | High correlation |
car_type is highly correlated with car | High correlation |
home_address is highly correlated with work_address | High correlation |
work_address is highly correlated with home_address | High correlation |
car is highly correlated with car_type | High correlation |
car_type is highly correlated with car | High correlation |
home_address is highly correlated with work_address | High correlation |
work_address is highly correlated with home_address | High correlation |
car is highly correlated with car_type | High correlation |
car_type is highly correlated with car | High correlation |
home_address is highly correlated with work_address | High correlation |
work_address is highly correlated with home_address | High correlation |
car is highly correlated with car_type | High correlation |
first_time is highly correlated with sna | High correlation |
car_type is highly correlated with car | High correlation |
sna is highly correlated with first_time | High correlation |
work_address is highly correlated with home_address | High correlation |
home_address is highly correlated with work_address | High correlation |
sna is highly correlated with sample | High correlation |
sample is highly correlated with sna and 9 other fields | High correlation |
car is highly correlated with sample and 1 other fields | High correlation |
foreign_passport is highly correlated with sample | High correlation |
default is highly correlated with sample | High correlation |
home_address is highly correlated with sample and 1 other fields | High correlation |
work_address is highly correlated with sample and 1 other fields | High correlation |
first_time is highly correlated with sample | High correlation |
sex_male is highly correlated with sample | High correlation |
car_type is highly correlated with sample and 1 other fields | High correlation |
good_work is highly correlated with sample | High correlation |
client_id is uniformly distributed | Uniform |
client_id has unique values | Unique |
decline_app_cnt has 61214 (82.9%) zeros | Zeros |
bki_request_cnt has 19381 (26.3%) zeros | Zeros |
Reproduction
| Analysis started | 2021-07-04 07:33:08.780039 |
|---|---|
| Analysis finished | 2021-07-04 07:33:41.249588 |
| Duration | 32.47 seconds |
| Software version | pandas-profiling v3.0.0 |
| Download configuration | config.json |
| Distinct | 73799 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 55137.96509 |
| Minimum | 1 |
|---|---|
| Maximum | 110147 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 5469.9 |
| Q1 | 27440.5 |
| median | 55274 |
| Q3 | 82758.5 |
| 95-th percentile | 104666.1 |
| Maximum | 110147 |
| Range | 110146 |
| Interquartile range (IQR) | 55318 |
Descriptive statistics
| Standard deviation | 31841.92117 |
|---|---|
| Coefficient of variation (CV) | 0.5774953993 |
| Kurtosis | -1.203837426 |
| Mean | 55137.96509 |
| Median Absolute Deviation (MAD) | 27663 |
| Skewness | -0.003625146989 |
| Sum | 4069126686 |
| Variance | 1013907944 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2049 | 1 | < 0.1% |
| 85187 | 1 | < 0.1% |
| 85507 | 1 | < 0.1% |
| 83458 | 1 | < 0.1% |
| 87552 | 1 | < 0.1% |
| 42494 | 1 | < 0.1% |
| 48637 | 1 | < 0.1% |
| 46588 | 1 | < 0.1% |
| 36347 | 1 | < 0.1% |
| 34298 | 1 | < 0.1% |
| Other values (73789) | 73789 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 10 | 1 | |
| 11 | 1 | |
| 12 | 1 |
| Value | Count | Frequency (%) |
| 110147 | 1 | |
| 110146 | 1 | |
| 110145 | 1 | |
| 110143 | 1 | |
| 110142 | 1 | |
| 110141 | 1 | |
| 110140 | 1 | |
| 110139 | 1 | |
| 110138 | 1 | |
| 110137 | 1 |
score_bki
Real number (ℝ)
| Distinct | 69096 |
|---|---|
| Distinct (%) | 93.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.904723627 |
| Minimum | -3.62458632 |
|---|---|
| Maximum | 0.19977285 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 73790 |
| Negative (%) | > 99.9% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -3.62458632 |
|---|---|
| 5-th percentile | -2.695736607 |
| Q1 | -2.259533835 |
| median | -1.92082293 |
| Q3 | -1.56983126 |
| 95-th percentile | -1.05476331 |
| Maximum | 0.19977285 |
| Range | 3.82435917 |
| Interquartile range (IQR) | 0.689702575 |
Descriptive statistics
| Standard deviation | 0.4982310572 |
|---|---|
| Coefficient of variation (CV) | -0.2615765616 |
| Kurtosis | -0.1478822814 |
| Mean | -1.904723627 |
| Median Absolute Deviation (MAD) | 0.34447367 |
| Skewness | 0.1941627832 |
| Sum | -140566.699 |
| Variance | 0.2482341863 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -1.77526279 | 352 | 0.5% |
| -2.22500363 | 296 | 0.4% |
| -2.1042109 | 288 | 0.4% |
| -2.16966378 | 258 | 0.3% |
| -1.92082293 | 185 | 0.3% |
| -2.02410005 | 180 | 0.2% |
| -2.38726804 | 169 | 0.2% |
| -1.52642194 | 145 | 0.2% |
| -2.44723899 | 142 | 0.2% |
| -2.35305175 | 116 | 0.2% |
| Other values (69086) | 71668 |
| Value | Count | Frequency (%) |
| -3.62458632 | 1 | < 0.1% |
| -3.59798083 | 1 | < 0.1% |
| -3.58258691 | 1 | < 0.1% |
| -3.52130561 | 1 | < 0.1% |
| -3.51556161 | 1 | < 0.1% |
| -3.49268613 | 1 | < 0.1% |
| -3.4916199 | 1 | < 0.1% |
| -3.48564255 | 1 | < 0.1% |
| -3.45608632 | 3 | |
| -3.45570913 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.19977285 | 2 | |
| 0.1980699 | 1 | |
| 0.18361297 | 1 | |
| 0.16854933 | 1 | |
| 0.05603462 | 1 | |
| 0.04595876 | 1 | |
| 0.02390815 | 1 | |
| 0.0216169 | 1 | |
| -0.00680477 | 1 | |
| -0.01230332 | 1 |
| Distinct | 21 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2757489939 |
| Minimum | 0 |
|---|---|
| Maximum | 33 |
| Zeros | 61214 |
| Zeros (%) | 82.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 33 |
| Range | 33 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.8042721438 |
|---|---|
| Coefficient of variation (CV) | 2.916682061 |
| Kurtosis | 95.63484404 |
| Mean | 0.2757489939 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.356795661 |
| Sum | 20350 |
| Variance | 0.6468536813 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 61214 | |
| 1 | 8397 | 11.4% |
| 2 | 2468 | 3.3% |
| 3 | 903 | 1.2% |
| 4 | 414 | 0.6% |
| 5 | 165 | 0.2% |
| 6 | 113 | 0.2% |
| 7 | 48 | 0.1% |
| 9 | 24 | < 0.1% |
| 8 | 19 | < 0.1% |
| Other values (11) | 34 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 61214 | |
| 1 | 8397 | 11.4% |
| 2 | 2468 | 3.3% |
| 3 | 903 | 1.2% |
| 4 | 414 | 0.6% |
| 5 | 165 | 0.2% |
| 6 | 113 | 0.2% |
| 7 | 48 | 0.1% |
| 8 | 19 | < 0.1% |
| 9 | 24 | < 0.1% |
| Value | Count | Frequency (%) |
| 33 | 1 | < 0.1% |
| 24 | 1 | < 0.1% |
| 22 | 1 | < 0.1% |
| 19 | 1 | < 0.1% |
| 16 | 2 | < 0.1% |
| 15 | 1 | < 0.1% |
| 14 | 2 | < 0.1% |
| 13 | 3 | < 0.1% |
| 12 | 2 | < 0.1% |
| 11 | 9 |
| Distinct | 38 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.000338758 |
| Minimum | 0 |
|---|---|
| Maximum | 53 |
| Zeros | 19381 |
| Zeros (%) | 26.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 3 |
| 95-th percentile | 6 |
| Maximum | 53 |
| Range | 53 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.252072623 |
|---|---|
| Coefficient of variation (CV) | 1.125845617 |
| Kurtosis | 22.92302298 |
| Mean | 2.000338758 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 3.035199187 |
| Sum | 147623 |
| Variance | 5.0718311 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 19381 | |
| 1 | 18276 | |
| 2 | 13749 | |
| 3 | 9187 | |
| 4 | 5627 | 7.6% |
| 5 | 3268 | 4.4% |
| 6 | 1704 | 2.3% |
| 7 | 852 | 1.2% |
| 8 | 508 | 0.7% |
| 9 | 299 | 0.4% |
| Other values (28) | 948 | 1.3% |
| Value | Count | Frequency (%) |
| 0 | 19381 | |
| 1 | 18276 | |
| 2 | 13749 | |
| 3 | 9187 | |
| 4 | 5627 | 7.6% |
| 5 | 3268 | 4.4% |
| 6 | 1704 | 2.3% |
| 7 | 852 | 1.2% |
| 8 | 508 | 0.7% |
| 9 | 299 | 0.4% |
| Value | Count | Frequency (%) |
| 53 | 1 | < 0.1% |
| 46 | 1 | < 0.1% |
| 45 | 1 | < 0.1% |
| 41 | 1 | < 0.1% |
| 36 | 1 | < 0.1% |
| 34 | 1 | < 0.1% |
| 33 | 1 | < 0.1% |
| 32 | 2 | |
| 29 | 1 | < 0.1% |
| 28 | 4 |
income
Real number (ℝ≥0)
| Distinct | 966 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 41099.77542 |
| Minimum | 1000 |
|---|---|
| Maximum | 1000000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 1000 |
|---|---|
| 5-th percentile | 10000 |
| Q1 | 20000 |
| median | 30000 |
| Q3 | 48000 |
| 95-th percentile | 100000 |
| Maximum | 1000000 |
| Range | 999000 |
| Interquartile range (IQR) | 28000 |
Descriptive statistics
| Standard deviation | 46166.3224 |
|---|---|
| Coefficient of variation (CV) | 1.123274323 |
| Kurtosis | 104.0283418 |
| Mean | 41099.77542 |
| Median Absolute Deviation (MAD) | 12000 |
| Skewness | 7.702438065 |
| Sum | 3033122326 |
| Variance | 2131329324 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 30000 | 7009 | 9.5% |
| 25000 | 6061 | 8.2% |
| 20000 | 5471 | 7.4% |
| 40000 | 4935 | 6.7% |
| 50000 | 4470 | 6.1% |
| 35000 | 4231 | 5.7% |
| 15000 | 3949 | 5.4% |
| 60000 | 2523 | 3.4% |
| 45000 | 2486 | 3.4% |
| 18000 | 1832 | 2.5% |
| Other values (956) | 30832 |
| Value | Count | Frequency (%) |
| 1000 | 5 | |
| 1100 | 1 | < 0.1% |
| 1500 | 2 | < 0.1% |
| 1700 | 1 | < 0.1% |
| 2000 | 1 | < 0.1% |
| 2400 | 2 | < 0.1% |
| 2450 | 1 | < 0.1% |
| 2500 | 1 | < 0.1% |
| 3000 | 4 | |
| 3073 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1000000 | 10 | |
| 999999 | 3 | < 0.1% |
| 999000 | 2 | < 0.1% |
| 990000 | 1 | < 0.1% |
| 950000 | 4 | < 0.1% |
| 947000 | 1 | < 0.1% |
| 900000 | 6 | |
| 850011 | 1 | < 0.1% |
| 830000 | 1 | < 0.1% |
| 800000 | 8 |
age
Real number (ℝ≥0)
| Distinct | 52 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 39.28064066 |
| Minimum | 21 |
|---|---|
| Maximum | 72 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 21 |
|---|---|
| 5-th percentile | 24 |
| Q1 | 30 |
| median | 37 |
| Q3 | 48 |
| 95-th percentile | 60 |
| Maximum | 72 |
| Range | 51 |
| Interquartile range (IQR) | 18 |
Descriptive statistics
| Standard deviation | 11.5203779 |
|---|---|
| Coefficient of variation (CV) | 0.2932838595 |
| Kurtosis | -0.7349138354 |
| Mean | 39.28064066 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | 0.4747453868 |
| Sum | 2898872 |
| Variance | 132.7191069 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 31 | 2727 | 3.7% |
| 28 | 2705 | 3.7% |
| 30 | 2693 | 3.6% |
| 29 | 2659 | 3.6% |
| 27 | 2645 | 3.6% |
| 26 | 2528 | 3.4% |
| 32 | 2501 | 3.4% |
| 34 | 2395 | 3.2% |
| 33 | 2314 | 3.1% |
| 35 | 2259 | 3.1% |
| Other values (42) | 48373 |
| Value | Count | Frequency (%) |
| 21 | 849 | 1.2% |
| 22 | 937 | 1.3% |
| 23 | 1509 | |
| 24 | 1873 | |
| 25 | 2202 | |
| 26 | 2528 | |
| 27 | 2645 | |
| 28 | 2705 | |
| 29 | 2659 | |
| 30 | 2693 |
| Value | Count | Frequency (%) |
| 72 | 2 | < 0.1% |
| 71 | 3 | < 0.1% |
| 70 | 32 | < 0.1% |
| 69 | 81 | 0.1% |
| 68 | 165 | 0.2% |
| 67 | 248 | |
| 66 | 309 | |
| 65 | 422 | |
| 64 | 449 | |
| 63 | 477 |
region_rating
Real number (ℝ≥0)
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.672570089 |
| Minimum | 1 |
|---|---|
| Maximum | 7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 4 |
| median | 4 |
| Q3 | 5 |
| 95-th percentile | 7 |
| Maximum | 7 |
| Range | 6 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.30557172 |
|---|---|
| Coefficient of variation (CV) | 0.2794119072 |
| Kurtosis | -0.628301709 |
| Mean | 4.672570089 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.4815443039 |
| Sum | 344831 |
| Variance | 1.704517516 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 27523 | |
| 5 | 16075 | |
| 3 | 12027 | |
| 7 | 11469 | |
| 6 | 6199 | 8.4% |
| 2 | 300 | 0.4% |
| 1 | 206 | 0.3% |
| Value | Count | Frequency (%) |
| 1 | 206 | 0.3% |
| 2 | 300 | 0.4% |
| 3 | 12027 | |
| 4 | 27523 | |
| 5 | 16075 | |
| 6 | 6199 | 8.4% |
| 7 | 11469 |
| Value | Count | Frequency (%) |
| 7 | 11469 | |
| 6 | 6199 | 8.4% |
| 5 | 16075 | |
| 4 | 27523 | |
| 3 | 12027 | |
| 2 | 300 | 0.4% |
| 1 | 206 | 0.3% |
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 MiB |
| 1 | |
|---|---|
| 4 | |
| 2 | |
| 3 | 4123 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 73,799 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 4 |
|---|---|
| 2nd row | 4 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 47301 | |
| 4 | 11749 | 15.9% |
| 2 | 10626 | 14.4% |
| 3 | 4123 | 5.6% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 1 | 47301 | |
| 4 | 11749 | 15.9% |
| 2 | 10626 | 14.4% |
| 3 | 4123 | 5.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 47301 | |
| 4 | 11749 | 15.9% |
| 2 | 10626 | 14.4% |
| 3 | 4123 | 5.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 73799 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 47301 | |
| 4 | 11749 | 15.9% |
| 2 | 10626 | 14.4% |
| 3 | 4123 | 5.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 73799 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 47301 | |
| 4 | 11749 | 15.9% |
| 2 | 10626 | 14.4% |
| 3 | 4123 | 5.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 73799 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 47301 | |
| 4 | 11749 | 15.9% |
| 2 | 10626 | 14.4% |
| 3 | 4123 | 5.6% |
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 MiB |
| 3 | |
|---|---|
| 4 | |
| 1 | |
| 2 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 73,799 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 4 |
| 4th row | 3 |
| 5th row | 4 |
Common Values
| Value | Count | Frequency (%) |
| 3 | 31255 | |
| 4 | 18737 | |
| 1 | 12239 | 16.6% |
| 2 | 11568 | 15.7% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 3 | 31255 | |
| 4 | 18737 | |
| 1 | 12239 | 16.6% |
| 2 | 11568 | 15.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 31255 | |
| 4 | 18737 | |
| 1 | 12239 | 16.6% |
| 2 | 11568 | 15.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 73799 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 31255 | |
| 4 | 18737 | |
| 1 | 12239 | 16.6% |
| 2 | 11568 | 15.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 73799 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 3 | 31255 | |
| 4 | 18737 | |
| 1 | 12239 | 16.6% |
| 2 | 11568 | 15.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 73799 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 3 | 31255 | |
| 4 | 18737 | |
| 1 | 12239 | 16.6% |
| 2 | 11568 | 15.7% |
education
Real number (ℝ≥0)
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.823669697 |
| Minimum | 1 |
|---|---|
| Maximum | 6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| median | 2 |
| Q3 | 4 |
| 95-th percentile | 4 |
| Maximum | 6 |
| Range | 5 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 0.9594364793 |
|---|---|
| Coefficient of variation (CV) | 0.3397835378 |
| Kurtosis | -1.177319922 |
| Mean | 2.823669697 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.5168116357 |
| Sum | 208384 |
| Variance | 0.9205183578 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 38860 | |
| 4 | 23365 | |
| 3 | 9816 | 13.3% |
| 5 | 1257 | 1.7% |
| 1 | 307 | 0.4% |
| 6 | 194 | 0.3% |
| Value | Count | Frequency (%) |
| 1 | 307 | 0.4% |
| 2 | 38860 | |
| 3 | 9816 | 13.3% |
| 4 | 23365 | |
| 5 | 1257 | 1.7% |
| 6 | 194 | 0.3% |
| Value | Count | Frequency (%) |
| 6 | 194 | 0.3% |
| 5 | 1257 | 1.7% |
| 4 | 23365 | |
| 3 | 9816 | 13.3% |
| 2 | 38860 | |
| 1 | 307 | 0.4% |
app_date
Date
| Distinct | 120 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 MiB |
| Minimum | 2014-01-01 00:00:00 |
|---|---|
| Maximum | 2014-04-30 00:00:00 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 MiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 73,799 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 61630 | |
| 1 | 12169 | 16.5% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 61630 | |
| 1 | 12169 | 16.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 61630 | |
| 1 | 12169 | 16.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 73799 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 61630 | |
| 1 | 12169 | 16.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 73799 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 61630 | |
| 1 | 12169 | 16.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 73799 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 61630 | |
| 1 | 12169 | 16.5% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 MiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 73,799 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 49832 | |
| 1 | 23967 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 49832 | |
| 1 | 23967 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 49832 | |
| 1 | 23967 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 73799 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 49832 | |
| 1 | 23967 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 73799 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 49832 | |
| 1 | 23967 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 73799 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 49832 | |
| 1 | 23967 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 MiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 73,799 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 59791 | |
| 1 | 14008 | 19.0% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 59791 | |
| 1 | 14008 | 19.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 59791 | |
| 1 | 14008 | 19.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 73799 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 59791 | |
| 1 | 14008 | 19.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 73799 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 59791 | |
| 1 | 14008 | 19.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 73799 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 59791 | |
| 1 | 14008 | 19.0% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 MiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 73,799 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 62733 | |
| 1 | 11066 | 15.0% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 62733 | |
| 1 | 11066 | 15.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 62733 | |
| 1 | 11066 | 15.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 73799 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 62733 | |
| 1 | 11066 | 15.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 73799 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 62733 | |
| 1 | 11066 | 15.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 73799 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 62733 | |
| 1 | 11066 | 15.0% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 MiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 73,799 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 41562 | |
| 1 | 32237 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 41562 | |
| 1 | 32237 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 41562 | |
| 1 | 32237 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 73799 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 41562 | |
| 1 | 32237 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 73799 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 41562 | |
| 1 | 32237 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 73799 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 41562 | |
| 1 | 32237 |
home_address
Categorical
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 MiB |
| 2 | |
|---|---|
| 1 | |
| 3 | 1258 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 73,799 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 2 |
| 3rd row | 1 |
| 4th row | 2 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 2 | 39956 | |
| 1 | 32585 | |
| 3 | 1258 | 1.7% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 2 | 39956 | |
| 1 | 32585 | |
| 3 | 1258 | 1.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 39956 | |
| 1 | 32585 | |
| 3 | 1258 | 1.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 73799 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 39956 | |
| 1 | 32585 | |
| 3 | 1258 | 1.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 73799 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 39956 | |
| 1 | 32585 | |
| 3 | 1258 | 1.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 73799 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 39956 | |
| 1 | 32585 | |
| 3 | 1258 | 1.7% |
work_address
Categorical
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 MiB |
| 3 | |
|---|---|
| 2 | |
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 73,799 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 3 |
| 3rd row | 2 |
| 4th row | 3 |
| 5th row | 3 |
Common Values
| Value | Count | Frequency (%) |
| 3 | 44959 | |
| 2 | 20506 | |
| 1 | 8334 | 11.3% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 3 | 44959 | |
| 2 | 20506 | |
| 1 | 8334 | 11.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 44959 | |
| 2 | 20506 | |
| 1 | 8334 | 11.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 73799 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 44959 | |
| 2 | 20506 | |
| 1 | 8334 | 11.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 73799 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 3 | 44959 | |
| 2 | 20506 | |
| 1 | 8334 | 11.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 73799 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 3 | 44959 | |
| 2 | 20506 | |
| 1 | 8334 | 11.3% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 MiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 73,799 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 64427 | |
| 1 | 9372 | 12.7% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 64427 | |
| 1 | 9372 | 12.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 64427 | |
| 1 | 9372 | 12.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 73799 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 64427 | |
| 1 | 9372 | 12.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 73799 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 64427 | |
| 1 | 9372 | 12.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 73799 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 64427 | |
| 1 | 9372 | 12.7% |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 MiB |
| 1 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 73,799 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 73799 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 1 | 73799 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 73799 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 73799 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 73799 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 73799 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 73799 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 73799 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 73799 |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| client_id | score_bki | decline_app_cnt | bki_request_cnt | income | age | region_rating | sna | first_time | education | app_date | good_work | car | car_type | foreign_passport | sex_male | home_address | work_address | default | sample | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 25905 | -2.008753 | 0 | 1 | 18000 | 62 | 4 | 4 | 1 | 2 | 2014-02-01 | 0 | 1 | 1 | 0 | 1 | 1 | 2 | 0 | 1 |
| 1 | 63161 | -1.532276 | 0 | 3 | 19000 | 59 | 4 | 4 | 1 | 2 | 2014-03-12 | 0 | 0 | 0 | 0 | 0 | 2 | 3 | 0 | 1 |
| 2 | 25887 | -1.408142 | 2 | 1 | 30000 | 25 | 7 | 1 | 4 | 2 | 2014-02-01 | 0 | 1 | 0 | 1 | 1 | 1 | 2 | 0 | 1 |
| 3 | 16222 | -2.057471 | 0 | 2 | 10000 | 53 | 4 | 1 | 3 | 2 | 2014-01-23 | 0 | 0 | 0 | 0 | 0 | 2 | 3 | 0 | 1 |
| 4 | 101655 | -1.244723 | 0 | 1 | 30000 | 48 | 5 | 1 | 4 | 4 | 2014-04-18 | 1 | 0 | 0 | 1 | 1 | 2 | 3 | 0 | 1 |
| 5 | 41415 | -2.032257 | 0 | 0 | 15000 | 27 | 4 | 2 | 3 | 2 | 2014-02-18 | 1 | 1 | 0 | 0 | 1 | 1 | 1 | 0 | 1 |
| 6 | 28436 | -2.225004 | 0 | 0 | 28000 | 39 | 5 | 1 | 1 | 2 | 2014-02-04 | 0 | 0 | 0 | 0 | 1 | 1 | 2 | 0 | 1 |
| 7 | 68769 | -1.522739 | 0 | 1 | 45000 | 39 | 4 | 3 | 3 | 2 | 2014-03-17 | 0 | 0 | 0 | 0 | 0 | 2 | 3 | 0 | 1 |
| 8 | 38424 | -1.676061 | 1 | 0 | 30000 | 50 | 4 | 1 | 4 | 2 | 2014-02-14 | 0 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 1 |
| 9 | 4496 | -2.695176 | 0 | 1 | 24000 | 54 | 4 | 1 | 3 | 3 | 2014-01-10 | 0 | 0 | 0 | 0 | 0 | 2 | 3 | 0 | 1 |
Last rows
| client_id | score_bki | decline_app_cnt | bki_request_cnt | income | age | region_rating | sna | first_time | education | app_date | good_work | car | car_type | foreign_passport | sex_male | home_address | work_address | default | sample | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73789 | 44132 | -1.662674 | 0 | 0 | 25000 | 40 | 4 | 4 | 3 | 3 | 2014-02-20 | 0 | 0 | 0 | 0 | 1 | 2 | 2 | 0 | 1 |
| 73790 | 87499 | -1.601775 | 0 | 1 | 100600 | 24 | 5 | 1 | 4 | 4 | 2014-04-03 | 0 | 1 | 1 | 0 | 1 | 1 | 1 | 0 | 1 |
| 73791 | 37195 | -1.077492 | 0 | 2 | 90000 | 54 | 6 | 1 | 3 | 2 | 2014-02-13 | 0 | 1 | 0 | 0 | 0 | 1 | 2 | 0 | 1 |
| 73792 | 82387 | -2.157530 | 0 | 1 | 45000 | 37 | 7 | 1 | 2 | 3 | 2014-03-30 | 0 | 1 | 0 | 1 | 0 | 2 | 3 | 0 | 1 |
| 73793 | 6266 | -1.470891 | 0 | 0 | 35000 | 48 | 7 | 1 | 4 | 2 | 2014-01-13 | 0 | 0 | 0 | 1 | 0 | 2 | 3 | 0 | 1 |
| 73794 | 54887 | -1.792064 | 0 | 3 | 17000 | 45 | 4 | 4 | 4 | 4 | 2014-03-04 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 0 | 1 |
| 73795 | 76821 | -2.058029 | 0 | 1 | 70000 | 41 | 4 | 1 | 4 | 2 | 2014-03-24 | 0 | 1 | 1 | 0 | 1 | 2 | 2 | 0 | 1 |
| 73796 | 103695 | -1.512635 | 0 | 4 | 45000 | 31 | 7 | 2 | 2 | 2 | 2014-04-22 | 0 | 0 | 0 | 0 | 1 | 2 | 3 | 0 | 1 |
| 73797 | 861 | -1.479334 | 0 | 3 | 13000 | 29 | 4 | 2 | 3 | 2 | 2014-01-04 | 1 | 0 | 0 | 0 | 0 | 1 | 3 | 1 | 1 |
| 73798 | 15796 | -1.764711 | 0 | 2 | 25000 | 34 | 4 | 1 | 3 | 4 | 2014-01-23 | 0 | 0 | 0 | 0 | 1 | 2 | 3 | 0 | 1 |